Embedding Learning

Personalized PCA: Decoupling Shared and Unique Features JMLR 2024 Predicate Sense Disambiguation for UMR Annotation of Latin: Challenges and Insights ACL 2024 Predicting generalization performance with correctness discriminators EMNLP 2024 Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction EMNLP 2024 Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features ICLR 2024 Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery NeurIPS 2024 PWESuite: Phonetic Word Embeddings and Tasks They Facilitate COLING 2024 QTIP: Quantization with Trellises and Incoherence Processing NeurIPS 2024 Query-by-Example Keyword Spotting Using Spectral-Temporal Graph Attentive Pooling and Multi-Task Learning Interspeech 2024 Relational Proxy Loss for Audio-Text based Keyword Spotting Interspeech 2024 Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NeurIPS 2024 RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion COLING 2024 RepCodec: A Speech Representation Codec for Speech Tokenization ACL 2024 Representation Learning with Conditional Information Flow Maximization ACL 2024 Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NeurIPS 2024 Researcher Representations Based on Aggregating Embeddings of Publication Titles: A Case Study in a Japanese Academic Database ACL 2024 Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024 RETSim: Resilient and Efficient Text Similarity ICLR 2024 RETUYT-INCO at MLSP 2024: Experiments on Language Simplification using Embeddings, Classifiers and Large Language Models NAACL 2024 Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias NAACL 2024 RevRIR: Joint Reverberant Speech and Room Impulse Response Embedding using Contrastive Learning with Application to Room Shape Classification Interspeech 2024 RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator CoRL 2024 RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024 RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NeurIPS 2024 RT-VQ2A2: Real Time Vector Quantized Question Answering with ASR COLING 2024